It is rare that scientists in basic research go back to seemingly obsolete findings that are more than 120 years old. In the case of Nikolaos Koutsouleris and Matthias Schroeter, who are researchers and physicians, this was even a drive. It´s about Emil Kraepelin, founder of the Max Planck Institute for Psychiatry (MPI) as well as the psychiatric hospital of the Ludwig Maximilian University of Munich (LMU), and his term "dementia praecox," coined in 1899. This was his definition for young adults who increasingly withdraw from reality and fall into an irreversible, dementia-like state. Kraepelin lived to see his concept refuted. By the beginning of the 20th century, experts were beginning to use the term "schizophrenia" for these patients, since the disease does not take such a bad course in all persons concerned.
Kraepelin had the idea of a frontotemporal disease, he assumed that the reason for the sometimes-debilitating course of the patients is located in the frontal and temporal lobe areas of the brain. That's where personality, social behavior and empathy are controlled. "But this idea was lost as no pathological evidence for neurodegenerative processes seen in Alzheimer’s Disease was found in the brains of these patients," says Koutsouleris, who works at Kraepelin's places of work, the MPI and LMU. He continues: "Ever since I became a psychiatrist, I wanted to work on this question." Fifteen years later, with sufficiently large data sets, imaging techniques and machine learning algorithms, the professor had the tools at hand to potentially find answers. He had found the right partner in Matthias Schroeter, who studies neurodegenerative diseases, specifically frontotemporal dementias, at the Max Planck Institute for Human Cognitive and Brain Sciences.
Similarities between schizophrenia and frontotemporal dementia?
Frontotemporal dementia (FTD), especially the behavioral variant (bvFTD), is difficult to recognize in its early stages because it is often confused with schizophrenia. Thus, the similarities are obvious: in sufferers of both groups, personality as well as behavioral changes occur. An often dramatic development for affected persons and relatives sets in. Since both disorders are located in the frontal, temporal and insular regions of the brain, it was obvious to compare them directly as well. "They seem to be on a similar symptom spectrum, so we wanted to look for common signatures or patterns in the brain," Koutsouleris says, describing his plan.
With an international team, Koutsouleris and Schroeter used artificial intelligence to train neuroanatomical classifiers of both disorders, which they applied to brain data from different cohorts. The result, just published in the prestigious journal JAMA Psychiatry, was that 41 percent of schizophrenia patients met the classifier’s criteria for bvFTD. "When we saw this in schizophrenic patients as well, it rang a bell - indicating a similarity between the two disorders," Koutsouleris and Schroeter recall.
The research team found that the higher the patients' bvFTD score, which measured the similarity between the two disorders, the more likely they were to have a "bvFTD-like" phenotype and the less likely they were to improve their symptoms over two years.
A 23-year-old patient does not recover
"I just wanted to know why my 23-year-old patient with onset symptoms of schizophrenia, such as hallucinations, delusions, and cognitive deficits, had not improved at all, even after two years, while another who started out just as bad was continuing his education and had found a girlfriend. Again and again, I saw these young people who did not recover at all," Koutsouleris describes.
When the researchers also checked the correlations in high-risk patients such as the 23-year-old, they found confirmation at the neuroanatomical level of what Kraepelin had been the first to decisively describe: no improvement whatsoever in the condition of some patients, quite the opposite. Similar neuronal structures were affected, in particular the so-called "default mode" network and the salience network of the brain, responsible for attention control, empathy and social behavior, showed volume decreases in the gray matter area that houses the neurons. In bvFTD, certain neurons (von Economo neurons) perish; in schizophrenia, these neurons are also altered. This was reflected by the neuroanatomical score: after one year, it had doubled in these severely affected persons. As a comparison, the scientists had also calculated the Alzheimer's score using a specific classifier and did not find these effects there. "This means that the concept of dementia praecox can no longer be completely wiped away; we provide the first valid evidence that Kraepelin was not wrong, at least in some of the patients," Schroeter sums up.
Today, or in the near future, this means that experts will be able to predict which subgroup patients belong to. "Then intensive therapeutic support can be initiated at an early stage to exploit any remaining recovery potential," Koutsouleris urges. In addition, new personalized therapies could be developed for this subgroup that promote a proper maturation and connectivity of the affected neurons and prevent their progressive destruction as part of the disease process.
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Exploring Links Between Psychosis and Frontotemporal Dementia Using Multimodal Machine Learning
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